NABench evaluation of BiRNA-BERT on Fitness prediction on enhancer assays, few-shot, scored with Spearman ρ.
1 evaluation · 1 result. Different protocols are not a single leaderboard.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: BiRNA-BERT | Task: NABench FS-CORR-ENHANCER: Fitness prediction on enhancer assays, few-shot Dataset subset: NABench enhancer assays (NABench split) | 0.043 Spearman unitless · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceBiRNA-BERT on NABench FS-CORR-ENHANCER: Fitness prediction on enhancer assays, few-shot Scored few-shot across the NABench enhancer assays. Aggregation: Not reported NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 9, row(BiRNA-BERT), column(enhancer) |
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Scored few-shot across the NABench enhancer assays.
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10 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Comparison: metric implementation Spearman ρ Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 9, row(BiRNA-BERT), column(enhancer) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Comparison: protocol id nabench-task-fs-corr-enhancer Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 9, row(BiRNA-BERT), column(enhancer) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Origin author_reported Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 9, row(BiRNA-BERT), column(enhancer) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Protocol Scored few-shot across the NABench enhancer assays. Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 9, row(BiRNA-BERT), column(enhancer) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Source location Table 9, row(BiRNA-BERT), column(enhancer) Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 9, row(BiRNA-BERT), column(enhancer) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Description NABench evaluation of BiRNA-BERT on Fitness prediction on enhancer assays, few-shot, scored with Spearman ρ. Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 9, row(BiRNA-BERT), column(enhancer) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: assessment nabench-task-fs-corr-enhancer Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 9, row(BiRNA-BERT), column(enhancer) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: data nabench-dataset-nabench-enhancer-assays Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 9, row(BiRNA-BERT), column(enhancer) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: system nabench-method-birna-bert Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 9, row(BiRNA-BERT), column(enhancer) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Name BiRNA-BERT on NABench FS-CORR-ENHANCER: Fitness prediction on enhancer assays, few-shot Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 9, row(BiRNA-BERT), column(enhancer) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
Stable ID: nabench-evaluation-birna-bert-fs-corr-enhancer